David Martnez-Rego
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
15
Venues
5
Active years
2008–2022
Best venue rank
B
Where they publish
Papers
15 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2022 | ICANN | Jacobian Ensembles Improve Robustness Trade-Offs to Adversarial Attacks. | Kenneth T. Co, David Martnez-Rego, Zhongyuan Hau, Emil C. Lupu |
| 2021 | ICANN | Jacobian Regularization for Mitigating Universal Adversarial Perturbations. | Kenneth T. Co, David Martnez-Rego, Emil C. Lupu |
| 2017 | ESANN | Algorithmic challenges in big data analytics. | Vernica Boln-Canedo, Beatriz Remeseiro, Konstantinos Sechidis, David Martnez-Rego, Amparo Alonso-Betanzos |
| 2017 | ESANN | Scalable approximate k-NN Graph construction based on Locality Sensitive Hashing. | Carlos Eiras-Franco, Leslie Kanthan, Amparo Alonso-Betanzos, David Martnez-Rego |
| 2016 | ESANN | A fast learning algorithm for high dimensional problems: an application to microarrays. | Oscar Fontenla-Romero, Bertha Guijarro-Berdias, Beatriz Prez-Snchez, Diego Rego-Fernndez, David Martnez-Rego |
| 2016 | IJCNN | Distributed variance regularized Multitask Learning. | Michele Donini, David Martnez-Rego, Martin Goodson, John Shawe-Taylor, Massimiliano Pontil |
| 2015 | TrustCom | Distributed Entropy Minimization Discretizer for Big Data Analysis under Apache Spark. | Sergio Ramrez-Gallego, Salvador Garca, Hctor Mourio-Taln, David Martnez-Rego |
| 2014 | ESANN | Modeling consumption of contents and advertising in online newspapers. | Iago Porto-Daz, David Martnez-Rego, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
| 2012 | ESANN | One-class classifier based on extreme value statistics. | David Martnez-Rego, Evan Kriminger, Jos C. Prncipe, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
| 2011 | IJCNN | Power wind mill fault detection via one-class ν-SVM vibration signal analysis. | David Martnez-Rego, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
| 2010 | ICANN | Fault Prognosis of Mechanical Components Using On-Line Learning Neural Networks. | David Martnez-Rego, Oscar Fontenla-Romero, Beatriz Prez-Snchez, Amparo Alonso-Betanzos |
| 2009 | ICANN | Combining Feature Selection and Local Modelling in the KDD Cup 99 Dataset. | Iago Porto-Daz, David Martnez-Rego, Amparo Alonso-Betanzos, Oscar Fontenla-Romero |
| 2009 | IJCNN | A new supervised local modelling classifier based on information theory. | David Martnez-Rego, Oscar Fontenla-Romero, Iago Porto-Daz, Amparo Alonso-Betanzos |
| 2009 | IWANN | Privacy-Preserving Distributed Learning Based on Genetic Algorithms and Artificial Neural Networks. | Bertha Guijarro-Berdias, David Martnez-Rego, Santiago Fernndez-Lorenzo |
| 2008 | ESANN | A Method for Time Series Prediction using a Combination of Linear Models. | David Martnez-Rego, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |